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Get groups

gitlab_get_groups
Read-onlyIdempotent

Retrieves a paginated list of GitLab groups with filtering options to support group management and data analysis.

Instructions

Get a list of groups.

Args: **kwargs: Additional parameters for the request (e.g., group_id).

Returns: Response: A wrapper containing the original response and a list of Group models.

Raises: ParameterError: If invalid parameters are provided.

Input Schema

NameRequiredDescriptionDefault
dataNo
nameNo
pageNo
pathNo
avatarNo
argumentNostate=opened
group_idNo
per_pageNo
max_pagesNo
visibilityNo
descriptionNo
lfs_enabledNo
total_pagesNo
api_parametersNo
default_branchNo
emails_enabledNo
membership_lockNo
mentions_disabledNo
wiki_access_levelNo
auto_devops_enabledNo
duo_features_enabledNo
ip_restriction_rangesNo
share_with_group_lockNo
project_creation_levelNo
request_access_enabledNo
shared_runners_settingNo
subgroup_creation_levelNo
two_factor_grace_periodNo
file_template_project_idNo
default_branch_protectionNo
lock_duo_features_enabledNo
allowed_email_domains_listNo
enabled_git_access_protocolNo
shared_runners_minutes_limitNo
math_rendering_limits_enabledNo
prevent_forking_outside_groupNo
unique_project_download_limitNo
require_two_factor_authenticationNo
default_branch_protection_defaultsNo
extra_shared_runners_minutes_limitNo
lock_math_rendering_limits_enabledNo
unique_project_download_limit_alertlistNo
unique_project_download_limit_allowlistNo
prevent_sharing_groups_outside_hierarchyNo
auto_ban_user_on_excessive_projects_downloadNo
unique_project_download_limit_interval_in_secondsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv27.3.13

TDQS

C2.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=true, and destructiveHint=false, so the safety profile is covered. The description adds return shape (a wrapper containing the original response and a list of Group models) and error behavior (ParameterError on invalid parameters), but it omits filtering, pagination defaults, and permission requirements.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short and the purpose is front-loaded, but the Args section is boilerplate that provides almost no value, and the Returns/Raises sections are generic docstring scaffolding. It is concise but not efficiently informative.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 46-parameter listing tool with no output schema, the description is far too thin. It should explain pagination behavior, filtering semantics, and how the numerous group-related arguments affect the result; instead it says only that arbitrary kwargs are accepted and returns a wrapper.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema documents 46 parameters with 0% description coverage. The description offers only '**kwargs: Additional parameters (e.g., group_id)', which explains none of the important parameters like page, per_page, max_pages, visibility, or the many group-attribute filters. With low schema coverage, the description must compensate, and it does not.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: 'Get a list of groups.' This implicitly distinguishes it from the singular sibling gitlab_get_group, though it never names that sibling or clarifies scope (all groups vs. the caller's groups).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this vs. gitlab_get_group, gitlab_get_group_subgroups, gitlab_get_namespaces, or gitlab_get_projects. No context is given about authentication scope, pagination expectations, or filtering behavior, leaving the agent to infer usage.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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